Abstract: A server automatically generates a response on behalf of second users to a request received from a first user. A first stage of matching is performed that includes determining which of the second users match a requested location and request type. A second stage of matching is performed for each second user that includes computing a value that quantifies a likelihood of the first user selecting that second user to fulfill the request, and determining a capacity of the second user to fulfill the request. Some of the second users are selected based at least in part on the computed value and the determined capacity of each of the second users. A response is automatically generating for each of the selected second users. The generated responses are transmitted to the first user.

Abstract: A server computer receives configuration data from a first user of a first user device and establishes an interaction limit for the first user based on the configuration data. The server computer subsequently receives a request message from a second user device of a second user that includes parameters, including a request for services. The server computer selects the first user from a plurality of users based on the parameters and the configuration data from the first user. The server computer transmits a quote message to the second user device indicating the selection of the first user and including a quote. When the server computer receives an indication of a response message from the second user device, the server computer processes the response message and determines if the response message is indicative of an interaction type that requires modifying a first user account associated with the first user.

Abstract: A server automatically generates a response on behalf of second users to a request received from a first user. A first stage of matching is performed that includes determining which of the second users match a requested location and request type. A second stage of matching is performed for each second user that includes computing a value that quantifies a likelihood of the first user selecting that second user to fulfill the request, and determining a capacity of the second user to fulfill the request. Some of the second users are selected based at least in part on the computed value and the determined capacity of each of the second users. A response is automatically generating for each of the selected second users. The generated responses are transmitted to the first user.

Abstract: A server computer receives configuration data from a first user of a first user device and establishes an interaction limit for the first user based on the configuration data. The server computer subsequently receives a request message from a second user device of a second user that includes parameters, including a request for services. The server computer selects the first user from a plurality of users based on the parameters and the configuration data from the first user. The server computer transmits a quote message to the second user device indicating the selection of the first user and including a quote. When the server computer receives an indication of a response message from the second user device, the server computer processes the response message and determines if the response message is indicative of an interaction type that requires modifying a first user account associated with the first user.

Abstract: A server automatically generates a response to a request received from a first user. Configuration information is received from second users. A request is received from the first user. A first stage of matching the parameters of the request to the second users is performed. If the number of matching users is below a threshold, the first stage of matching is performed again expanding or loosening the requirements of the request. A second stage of matching is performed that includes computing a score, and second user(s) are selected based in part on the computed score.

Abstract: A server automatically generates a response on behalf of second users to a request received from a first user. A first stage of matching is performed that includes determining which of the second users match a requested location and request type. A second stage of matching is performed for each second user that includes computing a value that quantifies a likelihood of the first user selecting that second user to fulfill the request, and determining a capacity of the second user to fulfill the request. Some of the second users are selected based at least in part on the computed value and the determined capacity of each of the second users. A response is automatically generating for each of the selected second users. The generated responses are transmitted to the first user.

Abstract: Implementations disclosed herein provide for a third-party application an ability to access a first-party notification interface without receiving credentials linked to a first-party user account. In addition, a device-level permission is established such that each third-party application operating on a client device does not need to seek permission to access the notification interface. A third-party application may request an access code from a client device. The access code may be presented to an authentication server. The authentication server may provide an access token and a refresh token to the third-party application. The third party application may provide the access token and data to be included in a notification to the first-party notification interface.

Abstract: A server automatically generates a response on behalf of second users to a request received from a first user. A first stage of matching is performed that includes determining which of the second users match a requested location and request type. A second stage of matching is performed for each second user that includes computing a value that quantifies a likelihood of the first user selecting that second user to fulfill the request, and determining a capacity of the second user to fulfill the request. Some of the second users are selected based at least in part on the computed value and the determined capacity of each of the second users. A response is automatically generating for each of the selected second users. The generated responses are transmitted to the first user.

Abstract: A server receives a request for a service from a first user that defines a location for the service and a category of the service. A first stage of matching is performed that includes determining second users that match the location and category. A second stage of matching is performed that includes performing for each second user: computing a first value that quantifies an attractiveness of the request to that second user, computing a second value that quantifies a likelihood of the first user selecting that second user to fulfill the request, and computing a third value based at least in part on the computed first and second values. A request for the service is transmitted to at least some of the second users whose computed third value exceeds a first threshold value.